Rene LeBlanc, a purchaser of Best Buy securities, told the U.S. District Court for the District of Minnesota that the company’s shares traded artificially high from mid-September through mid-December based on its alleged misstatements.

According to the complaint, Best Buy boasted a healthy demand for its electronic products and...